Price is a function of supply and demand. Supply was massively reduced by sanctions and war, so price goes up, simple as that.
>This is price gouging.
If electricity producers had enough pricing power to set the price to whatever they wanted without competition they'd already have done so years ago. Again, price is a function of supply and demand, cost of production is only one component.